Русская версия English version   
Том 13   Выпуск 2   Год 2018
Мысин Иван Евгеньевич, Чижов Антон Вадимович

Роль гетерогенности в синхронизации импульсных нейронных сетей

Математическая биология и биоинформатика. 2018;13(2):490-506.

doi: 10.17537/2018.13.490.

Список литературы

 

  1. Wang X.-J. Neurophysiological and computational principles of cortical rhythms in cognition. Physiol. Rev. 2010;90(3):1195–1268. doi: 10.1152/physrev.00035.2008
  2. Colgin L.L. Rhythms of the hippocampal network. Nat. Rev. Neurosci. 2016;17(4):239–249. doi: 10.1038/nrn.2016.21
  3. Buzsáki G. Theta oscillations in the hippocampus. Neuron. 2002;33(3):325–340. doi: 10.1016/S0896-6273(02)00586-X
  4. Buzsáki G. Hippocampal sharp wave-ripple: A cognitive biomarker for episodic memory and planning. Hippocampus. 2015;25(10):1073–1188. doi: 10.1002/hipo.22488
  5. Vinogradova O.S. Expression, control, and probable functional significance of the neuronal theta-rhythm. Prog. Neurobiol. 1995;45(6):523–583. doi: 10.1016/0301-0082(94)00051-I
  6. Borisyuk G.N., Borisyuk R.M., Kazanovich Ya.B., Ivanitskii G.R. Models of neural dynamics in brain information processing – the developments of 'the decade'. Physics-Uspekhi. 2002;45(10):1073. doi: 10.1070/PU2002v045n10ABEH001143
  7. Hopfield J.J., Herz A.V. Rapid local synchronization of action potentials: toward computation with coupled integrate-and-fire neurons. Proc. Natl. Acad. Sci. USA. 1995;92(15):6655–6662. doi: 10.1073/pnas.92.15.6655
  8. Borisyuk R. Oscillatory activity in the neural networks of spiking elements. BioSystems. 2002;67(1–3):3–16. doi: 10.1016/S0303-2647(02)00058-8
  9. Mizuseki K., Buzsaki G. Theta oscillations decrease spike synchrony in the hippocampus and entorhinal cortex. Philos. Trans. R. Soc. Lond. B. Biol. Sci. 2014;369(1635):20120530. doi: 10.1098/rstb.2012.0530
  10. Renart A., de la Rocha J., Bartho P., Hollender L., Parga N., Reyes A., Harris K.D. The asynchronous state in cortical circuits. Science. 2010;327(5965):587–590. doi: 10.1126/science.1179850
  11. Engel A.K., Kreiter A.K., König P., Singer W. Synchronization of oscillatory neuronal responses between striate and extrastriate visual cortical areas of the cat. Proc. Natl. Acad. Sci. USA. 1991;88(14):6048–6052. doi: 10.1073/pnas.88.14.6048
  12. Heys J.G., Rangarajan K.V., Dombeck D.A. The functional micro-organization of grid cells revealed by cellular-resolution imaging. Neuron. 2014;84(5):1079–1090. doi: 10.1016/j.neuron.2014.10.048
  13. Cymerblit-Sabba A., Schiller Y. Development of hypersynchrony in the cortical network during chemoconvulsant-induced epileptic seizures in vivo. J. Neurophysiol. 2012;107(6):1718–1730. doi: 10.1152/jn.00327.2011
  14. Truccolo W., Ahmed O.J., Harrison M.T., Eskandar E.N., Cosgrove G.R., Madsen J.R., Blum A.S., Potter N.S., Hochberg L.R., Cash S.S. Neuronal ensemble synchrony during human focal seizures. J. Neurosci. 2014;34(30):9927–9944. doi: 10.1523/JNEUROSCI.4567-13.2014
  15. Bower M.R., Stead M., Bower R.S., Kucewicz M.T., Sulc V., Cimbalnik J., Brinkmann B.H., Vasoli V.M., St Louis E.K., Meyer F.B., Marsh W.R., Worrell G.A. Evidence for consolidation of neuronal assemblies after seizures in humans. J. Neurosci. 2015;35(3):999–1010. doi: 10.1523/JNEUROSCI.3019-14.2015
  16. Wagenaar D.A., Pine J., Potter S.M. An extremely rich repertoire of bursting patterns during the development of cortical cultures. BMC Neurosci. 2006;7:11. doi: 10.1186/1471-2202-7-11
  17. Ito D., Tamate H., Nagayama M., Uchida T., Kudoh S.N., Gohara K. Minimum neuron density for synchronized bursts in a rat cortical culture on multi-electrode arrays. Neuroscience. 2010;171(1):50–61. doi: 10.1016/j.neuroscience.2010.08.038
  18. Mejias J.F., Longtin A. Optimal heterogeneity for coding in spiking neural networks. Phys. Rev. Lett. 2012;108(22):228102. doi: 10.1103/PhysRevLett.108.228102
  19. Mejias J.F., Longtin A. Differential effects of excitatory and inhibitory heterogeneity on the gain and asynchronous state of sparse cortical networks. Front. Comput. Neurosci. 2014;8:107. doi: 10.3389/fncom.2014.00107
  20. Chizhov A.V. Conductance-based refractory density approach: comparison with experimental data and generalization to lognormal distribution of input current. Biol. Cybern. 2017;111(5–6):353–364. doi: 10.1007/s00422-017-0727-9
  21. Chizhov A.V., Graham L.J. Efficient evaluation of neuron populations receiving colored-noise current based on a refractory density method. Phys. Rev. E. Stat. Nonlin. Soft Matter Phys. 2008;77(1):011910. doi: 10.1103/PhysRevE.77.011910
  22. Chizhov A.V., Graham L.J. Population model of hippocampal pyramidal neurons, linking a refractory density approach to conductance-based neurons. Phys. Rev. E. Stat. Nonlin. Soft Matter Phys. 2007;75(1):011924. doi: 10.1103/PhysRevE.75.011924
  23. Borg-Graham L.J. Interpretations of data and mechanisms for hippocampal pyramidal cell models. Cerebral cortex. 1998;13:19. doi: 10.1007/978-1-4615-4903-1_2
  24. Uhlhaas P.J., Pipa G., Lima B., Melloni L., Neuenschwander S., Nikolić D., Singer W. Neural synchrony in cortical networks: history, concept and current status. Front. Integr. Neurosci. 2009;3:17. doi: 10.3389/neuro.07.017.2009
  25. Kudela P., Franaszczuk P.J., Bergey G.K. Changing excitation and inhibition in simulated neural networks: effects on induced bursting behavior. Biol. Cybern. 2003;88(4):276–285. doi: 10.1007/s00422-002-0381-7
  26. Karnup S., Stelzer A. Seizure-like activity in the disinhibited CA1 minislice of adult guinea-pigs. J. Physiol. (Lond.). 2001;532(3):713–730. doi: 10.1111/j.1469-7793.2001.0713e.x
  27. Chizhov A.V., Amakhin D.V., Zaizev A.V., Magazanik L.G. AMPAR-mediated Interictal Discharges in Neurons of Entorhinal Cortex: Experiment and Model. Doklady Biological Sciences. 2018;479(1):47-50. doi: 10.1134/S0012496618020011
  28. Kwong K., Carr M.J. Voltage-gated sodium channels. Curr. Opin. Pharmacol. 2015;22:131–139. doi: 10.1016/j.coph.2015.04.007
  29. Pospischil M., Toledo-Rodriguez M., Monier C., Piwkowska Z., Bal T., Frégnac Y., Markram H., Destexhe A. Minimal Hodgkin-Huxley type models for different classes of cortical and thalamic neurons. Biol. Cybern. 2008;99(4–5):427–441. doi: 10.1007/s00422-008-0263-8
  30. Yamada-Hanff J., Bean B.P. Persistent sodium current drives conditional pacemaking in CA1 pyramidal neurons under muscarinic stimulation. J. Neurosci. 2013;33(38):15011–15021. doi: 10.1523/JNEUROSCI.0577-13.2013
  31. Jalili M. Spike phase synchronization in delayed-coupled neural networks: uniform vs. non-uniform transmission delay. Chaos. 2013;23(1):013146. doi: 10.1063/1.4794436
  32. Maslennikov O.V., Nekorkin V.I. Modular networks with delayed coupling: synchronization and frequency control. Phys. Rev. E. 2014;90(1):12901. doi: 10.1103/PhysRevE.90.012901
  33. Ly C. Firing rate dynamics in recurrent spiking neural networks with intrinsic and network heterogeneity. J. Comput. Neurosci. 2015;39(3):311–327. doi: 10.1007/s10827-015-0578-0
  34. Lengler J., Jug F., Steger A. Reliable neuronal systems: the importance of heterogeneity. PLoS ONE. 2013;8(12):80694. doi: 10.1007/s10827-015-0578-0
  35. Buzsáki G., Moser E.I. Memory, navigation and theta rhythm in the hippocampal-entorhinal system. Nat. Neurosci. 2013;16(2):130–138. doi: 10.1038/nn.3304
  36. Vinogradova O.S. Hippocampus as comparator: role of the two input and two output systems of the hippocampus in selection and registration of information. Hippocampus. 2001;11(5):578–598. doi: 10.1002/hipo.1073
  37. Chatzikonstantinou A. Epilepsy and the hippocampus. Front. Neurol. Neurosci. 2014;34:121–142. doi: 10.1159/000356435
  38. Engel J. Introduction to temporal lobe epilepsy. Epilepsy Res. 1996;26(1):141–150. doi: 10.1073/pnas.88.14.6048
  39. Guekht A., Hauser W.A., Milchakova L., Churillin Y., Shpak A., Gusev, E. The epidemiology of epilepsy in the Russian Federation. Epilepsy Res. 2010;92(2–3):209–218. doi: 10.1016/j.eplepsyres.2010.09.011
  40. Johnson M.B., Wang P.P., Atabay K.D., Murphy E.A., Doan R.N., Hecht J.L., Walsh C.A. Single-cell analysis reveals transcriptional heterogeneity of neural progenitors in human cortex. Nat. Neurosci. 2015;18(5):637–646. doi: 10.1038/nn.3980
  41. Knudstrup S., Zochowski M., Booth V. Network burst dynamics under heterogeneous cholinergic modulation of neural firing properties and heterogeneous synaptic connectivity. Eur. J. Neurosci. 2016;43(10):1321–1339. doi: 10.1111/ejn.13210
  42. Colgin L.L. Theta-gamma coupling in the entorhinal-hippocampal system. Curr. Opin. Neurobiol. 2015;31:45–50. doi: 10.1016/j.conb.2014.08.001
  43. Colgin L.L., Moser E.I. Gamma oscillations in the hippocampus. Physiology (Bethesda). 2010;25(5):319–329. doi: 10.1152/physiol.00021.2010
  44. Dudek F.E., Sutula T.P. Epileptogenesis in the dentate gyrus: a critical perspective. Prog. Brain Res. 2007;163:755–773. doi: 10.1016/S0079-6123(07)63041-6
  45. Mohapel P., Armitage L.L., Gilbert T.H., Hannesson D.K., Teskey G.C., Corcoran, M.E. Mossy fiber sprouting is dissociated from kindling of generalized seizures in the guinea-pig. Neuroreport. 2000;11(13):2897–2901. doi: 10.1097/00001756-200009110-00014
  46. Bonansco C., Fuenzalida M. Plasticity of Hippocampal Excitatory-Inhibitory Balance: Missing the Synaptic Control in the Epileptic Brain. Neural Plast. 2016;2016:8607038. doi: 10.1155/2016/8607038
  47. Swann J.W., Rho J.M. How is homeostatic plasticity important in epilepsy? Adv. Exp. Med. Biol. 2014;813:123–131. doi: 10.1007/978-94-017-8914-1_10
  48. Isaeva E., Isaev D., Holmes G.L. Alteration of synaptic plasticity by neonatal seizures in rat somatosensory cortex. Epilepsy Res. 2013;106(1–2):280–283. doi: 10.1016/j.eplepsyres.2013.03.011
  49. Sgobio C., Ghiglieri V., Costa C., Bagetta V., Siliquini S., Barone I., Di Filippo M., Gardoni F., Gundelfinger E.D., Di Luca M., Picconi B., Calabresi P. Hippocampal synaptic plasticity, memory, and epilepsy: effects of long-term valproic acid treatment. Biol. Psychiatry. 2010;67(6):567–574. doi: 10.1016/j.biopsych.2009.11.008
Содержание Оригинальная статья
Мат. биол. и биоинф.
2018;13(2):490-506
doi: 10.17537/2018.13.490
опубликована на рус. яз.

Аннотация (рус.)
Аннотация (англ.)
Полный текст (рус., pdf)
Список литературы

 

  Copyright ИМПБ РАН © 2005-2024